Title
Towards Optimal Load Balancing Topologies
Abstract
Many load balancing algorithms balance the load according to a certain topology. Its choice can significantly influence the performance of the algorithm. We consider a two phase balancing model. The first phase calculates a balancing flow with respect to a topology by applying a diffusion scheme. The second phase migrates the load according to the balancing flow. The cost functions of the phases depend on various properties of the topology; for the first phase these are the maximum node degree and the number of eigenvalues of the network topology, for the second phase these are a small flow volume and a small diameter of the topology. We compare and propose various network topologies with respect to these properties. Experiments on a Cray T3E and on a cluster of PCs confirm our cost functions for both balancing phases.
Year
DOI
Venue
2000
10.1007/3-540-44520-X_37
Euro-Par
Keywords
Field
DocType
various property,certain topology,small flow volume,balancing flow,small diameter,balancing phase,various network topology,network topology,cost function,towards optimal load,cray t3e,load balance,nearest neighbor,first order,load distribution
Load balancing (computing),Computer science,Parallel computing,Flow (psychology),Network topology,Cray t3e,Eigenvalues and eigenvectors,Distributed computing
Conference
Volume
ISSN
ISBN
1900
0302-9743
3-540-67956-1
Citations 
PageRank 
References 
8
0.94
11
Authors
3
Name
Order
Citations
PageRank
Thomas Decker180.94
Burkhard Monien22199279.35
Robert Preis333625.95